⏰ This product is scheduled for October 27th, 2026 12:01 AM PDT.

Upvoting is disabled until the launch is live.

ScroogeFrog AI helps advertisers find out where their ad budget is going to waste. It audits website traffic and Google Ads campaigns to uncover suspicious clicks, bot activity, and underperforming spend, then turns complex data into clear recommendations on what to fix. For agencies and larger advertisers, it also offers custom AI fraud detection models trained on their own traffic data. Less guesswork, more control over every advertising dollar.

Hey Product Hunt! 👋 I'm Kostia, founder of ScroogeFrog. 🐸 We've spent over 15 years in digital advertising, and there's one problem we keep running into: advertisers paying for clicks that look legitimate but never turn into real customers. Traditional fraud filters don't always catch these. So we built ScroogeFrog AI Antifraud. Instead of relying only on generic bot rules and blacklists, we train custom AI models using your trusted traffic sources - the ones that actually bring conversions and quality leads. This helps us identify suspicious traffic based on what real customers look like for your business. We originally built it for our own advertising clients, and now we're opening it up to more advertisers. We're still actively testing and improving the models, and we'd love feedback from anyone running paid campaigns. 🎁 PH launch offer: 75% off your first year with code LAUNCH75. One question for the community: Have you ever suspected you were paying for fake clicks but couldn't prove it?